System and method for controlling networked, grid-level energy storage devices
a technology of energy storage devices and networks, applied in the field of energy storage, can solve the problems of uncertainty, the most significant difficulty, etc., and achieve the effect of maintaining concavity
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[0015]The approach disclosed herein is described in the follow paper: D. F. Salas, W. B. Powell, Benchmarking a Scalable Approximation Dynamic Programming Algorithm for Stochastic Control of Multidimensional Energy Storage Problems, attached in Provisional Application No. 61 / 886,435 and is incorporated herein in its entirety.
[0016]Approximation Dynamic Programming (ADP) is used to obtain a practical control policy for a more realistic battery system, by taking into account the uncertainty in supply and demand. A unique feature of the ADP approach is the use of piecewise linear value function approximations, which capture the value of energy stored in each device. In the case of wind energy, the most significant difficulty comes in the form of uncertainty. The ADP approach is used for the control of the battery system where the energy from the grid comes from a mixture of fossil fuels, as well as wind and solar sources. The approach incorporates the effect of battery aging on the sto...
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